Projects

AI-powered automation system executing browser workflows using LLM reasoning. Built a modular agent that understands natural language instructions and translates them into precise browser actions.

• ›Step-by-step agent execution with LLM reasoning
• ›Handles multi-step browser workflows autonomously
• ›Modular and scalable architecture for easy extension

Document querying system using embeddings and retrieval pipelines. Upload any document and ask questions — get accurate, context-aware answers grounded in the document.

• ›Chunking + embedding pipeline for large documents
• ›Context-aware retrieval with semantic search
• ›Significantly improved response accuracy over naive QA

NLP system for sentiment analysis on large-scale YouTube comment datasets. Processes thousands of comments and surfaces audience sentiment insights.

• ›Processes large comment datasets efficiently
• ›Multi-class sentiment classification
• ›Generates actionable insight reports

Full-stack web application with REST APIs and database integration for managing and displaying retail store ratings.

• ›REST API development with Django backend
• ›React frontend with clean UI
• ›Relational database modeling with PostgreSQL